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Quantitative characterizations of proteome: dependence on the number of proteins considered.

We consider the sensitivity of numerical characterizations of proteome on the number of proteins considered in the analysis. We examined data on proteomics maps belonging to the liver cells of mice subject to four proliferators. We varied the number of proteins considered for quantitative analysis from 25 up to 1000 proteins. For each case, we have compared the similarity/dissimilarity results when different number of proteins has been considered. We found that proteins maps based on a set of about 300 most abundant proteins spots suffice for satisfactory numerical characterization of corresponding proteome.

Animals↗

Quantitative proteomics of the human malaria parasite Plasmodium falciparum and its application to studies of development and inhibition.

The ability to measure accurately comparative levels of protein expression after drug challenge, metabolic stress, developmental programming or other perturbation represents one of the most important goals in post-genomics malaria research. We describe here a simple and robust quantitative methodology that is ideally suited to in vitro experiments designed to study changes in the proteome of the most important of the human parasites, the lethal species Plasmodium falciparum. The metabolic labelling technique we have developed uses parasite uptake of heavy isotope-containing isoleucine during normal growth followed by two-dimensional separation of individual proteins and mass spectrometry. The method is applicable to essentially each of the approximately 5300 proteins of P. falciparum predicted from the completed genome sequence, permitting facile identification and accurate comparative quantification of labelled peptides from any of these proteins synthesized by in vitro cultures subjected to different stimuli. We demonstrate its application to the study of cell cycle changes, where we observe divergent patterns of protein and reported transcript levels indicative of modulation at the translational level. Our data also provide evidence for significant levels of post-translational modification in the parasite, and we measure differences among variants of phosphoethanolamine N-methyltransferase and actin-I across the cell cycle. We have also monitored parasite responses to equipotent doses of the clinical antimalarial inhibitors pyrimethamine and tetracycline and observed differential effects for a number of proteins unrelated to likely targets of these drugs.

Actins↗

Mapping the proteome of barrel medic (Medicago truncatula).

A survey of six organ-/tissue-specific proteomes of the model legume barrel medic (Medicago truncatula) was performed. Two-dimensional polyacrylamide gel electrophoresis reference maps of protein extracts from leaves, stems, roots, flowers, seed pods, and cell suspension cultures were obtained. Five hundred fifty-one proteins were excised and 304 proteins identified using peptide mass fingerprinting and matrix-assisted laser desorption ionization time-of-flight mass spectrometry. Nanoscale high-performance liquid chromatography coupled with tandem quadrupole time-of-flight mass spectrometry was used to validate marginal matrix-assisted laser desorption ionization time-of-flight mass spectrometry protein identifications. This dataset represents one of the most comprehensive plant proteome projects to date and provides a basis for future proteome comparison of genetic mutants, biotically and abiotically challenged plants, and/or environmentally challenged plants. Technical details concerning peptide mass fingerprinting, database queries, and protein identification success rates in the absence of a sequenced genome are reported and discussed. A summary of the identified proteins and their putative functions are presented. The tissue-specific expression of proteins and the levels of identified proteins are compared with their related transcript abundance as quantified through EST counting. It is estimated that approximately 50% of the proteins appear to be correlated with their corresponding mRNA levels.

Amino Acid Sequence↗

Four stage liquid chromatographic selection of methionyl peptides for peptide-centric proteome analysis: the proteome of human multipotent adult progenitor cells.

Serial application of strong cation-exchange and diagonal reversed-phase chromatography selecting methionyl peptides by stepwise shifting them from their reduced to their sulfoxide and sulfone forms generates a four-stage fractionation system, allowing high coverage analysis of complex proteome digests by LC-MALDI-MS/MS. Application to the proteome of a human multipotent adult progenitor cell line (MAPC) identified 2151 proteins with high confidence as on average four MS/MS-spectra were linked to each protein. Our dataset contains several novel, potential marker proteins that may be evaluated as affinity-anchors for isolating different adult stem cells in further studies. Furthermore, at least 2 tyrosine kinases that were previously linked to the self-renewal potential of stem cells were identified, validating the stemness of the analyzed cells. We also present data hinting at possible involvement of the ubiquitin/proteasome machinery in steering proliferation and/or differentiation of MAPC. Finally, following comparison of the MAPC proteome with proteomes of four human differentiated cell lines reveals differential usage of chromosomal information: compared to differentiated cells, MAPC do not appear to hold any preference for expressing genes located on specific chromosomes.

Adult↗

Quantitative analysis of both protein expression and serine / threonine post-translational modifications through stable isotope labeling with dithiothreitol.

While phosphorylation and O-GlcNAc (cytoplasmic and nuclear glycosylation) are linked to normal and pathological changes in cell states, these post-translational modifications have been difficult to analyze in proteomic studies. We describe advances in beta-elimination / Michael addition-based approaches which allow for mass spectrometry-based identification and comparative quantification of O-phosphate or O-GlcNAc-modified peptides, as well as cysteine-containing peptides for expression analysis. The method (BEMAD) involves differential isotopic labeling through Michael addition with normal dithiothreitol (DTT) (d0) or deuterated DTT (d6), and enrichment of these peptides by thiol chromatography. BEMAD was comparable to isotope-coded affinity tags (ICAT; a commercially available differential isotopic quantification technique) in protein expression analysis, but also provided the identity and relative amounts of both O-phosphorylation and O-GlcNAc modification sites. Specificity of O-phosphate vs. O-GlcNAc mapping is achieved through coupling enzymatic dephosphorylation or O-GlcNAc hydrolysis with differential isotopic labeling. Blocking of cysteine labeling by prior oxidation of a cytosolic lysate from mouse brain allowed specific targeting of serine / threonine post-translational modifications as demonstrated through identification of 21 phosphorylation sites (5 previously reported) in a single mass spectrometry analysis. These results demonstate BEMAD is suitable for large-scale quantitative analysis of both protein expression and serine / threonine post-translational modifications.

Animals↗

Metaproteomic Analysis to Assess the Impact of Storage Media on Human Gut Microbiome in Fecal Samples.

The human gut microbiome is a diverse community of microorganisms residing in the gastrointestinal tract. The storage condition of fecal samples may impact the taxonomic and protein compositions of microbiomes in these samples. Here, we performed a mass spectrometry-based metaproteomic study to assess the impact of storage media on human gut microbiome in fecal samples. We evaluated FDA-authorized OMNIgene·GUT (OG), phosphate-buffered saline (PBS), and RNALater (RNAL) buffers and identified 38,185 microbial peptides corresponding to 7348 microbial proteins, which matched 16 phyla, 20 classes, 50 orders, 104 families, 332 genera, and 453 species. We found a high similarity among the fecal microbiomes preserved in OG, PBS, and RNAL in terms of the identification of proteins, taxa, and functional annotations. Both alpha and beta diversity suggested the high similarity among samples stored in the three media. Nonetheless, we also found some notable differences among buffers regarding the abundances of a few taxon groups. A partial human proteome (over 400 proteins) was identified in the fecal samples, with most of these proteins associated with the membrane and extracellular regions. The findings indicate the similarity among microbiomes in the fecal samples stored in OG, PBS, and RNAL regarding proteome profile, taxa, and functional capacity. SUMMARY: This study thoroughly analyzed and compared the metaproteomes of fecal samples preserved at -80°C in PBS, RNALater, and OMNIgene·GUT Dx buffers, offering novel insights into the effectiveness of these buffers in maintaining the stability and composition of the human gut microbiome. We found a high similarity in the identification and quantification of proteins, taxa, and functional annotations across the three buffers, with notable quantitative differences highlighting subtle yet important variations in preservation efficacy. The unique datasets and findings could offer valuable revelations into the impact of fecal sample preservation on translational and clinical analyses of the human gut microbiome.

Humans↗

Laboratory scale structural genomics.

At Lawrence Livermore National Laboratory, the development of the TB structural genomics consortium crystallization facility has paralleled several local proteomics research efforts that have grown out of gene expression microarray and comparative genomics studies. Collective experience gathered from TB consortium labs and other centers involved in the NIH-NIGMS protein structure initiative allows us to explore the possibilities and challenges of pursuing structural genomics on an academic laboratory scale. We discuss our procedures and protocols for genomic targeting approaches, primer design, cloning, small scale expression screening, scale-up and purification, through to automated crystallization screening and data collection. The procedures are carried out by a small group using a combination of traditional approaches, innovative molecular biochemistry approaches, software automation, and a modest investment in robotic equipment.

Cloning, Molecular↗

Comparative phenotypic analyses of human plasma and urinary retinol binding protein using mass spectrometric immunoassay.

Mass spectrometric immunoassay (MSIA) is a proteomics technology that combines the selectivity of affinity capture with the sensitivity and resolution of mass spectrometric detection. This unique approach allows for intact protein identification therefore is readily capable of discriminating between protein variants, i.e., mutations, posttranslational modifications, and truncations. In this work, MSIA is used in the comparative analyses of retinol binding protein (RBP) from the plasma and urine of a small study population. Detailed RBP profiles were obtained from both biological fluids, resulting in the identification of several catabolic RBP products (present in urine) that have not been previously reported. In addition, comparative analysis of urine samples taken from healthy and renally impaired individuals revealed different breakdown profiles. These results illustrate the use of MSIA for the rapid, sensitive, and accurate profiling of RBP both within and between individuals.

Adult↗

Distinct proteome features of plasma microparticles.

Plasma microparticles (MPs) are spherical cell membrane fragments derived from either apoptotic or activated cells. Characterized by a rich phospholipid moiety and many protein constituents, MPs normally circulate in the blood and contribute to numerous physiological processes. In disease states, MPs derived from the injured organ likely contain valuable markers for determining the site, type, and extent of disease pathology. However, the basic protein characteristics of plasma MPs have yet to be described. In this study, MPs from a pooled plasma sample derived from 16 healthy donors, all of group A blood type, were prepared by ultracentrifugation. Flow cytometry confirmed that a majority of these MPs are smaller than 1 microm. Factor Xa generation assay revealed the presence of tissue factor activity in these MPs, confirming MPs' role in initiating blood coagulation. The MP proteome was analyzed by two-dimensional (2-D) gel electrophoresis performed in triplicate, and compared with a 2-D gel of pooled whole plasma and blood platelets. Overall, plasma MPs displayed distinct protein features and a greater number of protein spots (1021-1055) than that detected in whole plasma (331-370). Protein spots expressed in high abundance in the MP proteome were then excised and submitted for protein identity determination. This process provided protein identification for 169 protein spots and reported their relative protein quantities within the MP proteome. These 169 protein spots represented 83 different proteins and their respective isoforms. Thirty of these proteins have never before been reported in previous proteome analyses of human plasma. These results provide unprecedented information on the MP proteome and create a basis for future studies to understand MP biology and pathophysiology.

Adolescent↗

A Standard Operating Procedure (SOP) for the preparation of intra- and extracellular proteins of Clostridium acetobutylicum for proteome analysis.

We report on the development of a Standard Operating Procedure (SOP) for extraction and handling of intra- and extracellular protein fractions of Clostridium acetobutylicum ATCC 824 for reproducible high quality two-dimensional gel electrophoresis (2-DE) analyses. Standardized cells from a phosphate-limited chemostat were used to evaluate different protein preparation methods. For the preparation of the secretome, a dialysis/ultrafiltration procedure resulted in higher protein yields and proved to be more reliable compared to different precipitation methods using TCA, DOC-TCA, acetone, and PEG 6000. Sonication was found to be the most efficient method among different tested techniques of cell disruption for the analysis of the intracellular proteome. Furthermore, the effect of protease inhibitors and sample storage conditions were tested for both intra- and extracellular protein samples. Significant changes in the protein pattern were observed depending on the addition of protease inhibitors. 2-DE gels with a pH gradient from 4 to 7 prepared according to the developed SOP contained at least 736 intracellular and 324 extracellular protein spots.

Bacterial Proteins↗

Proteomic analyses in Waldenstrom's macroglobulinemia and other plasma cell dyscrasias.

The proteomic analysis of tumor cells emerges as a key complement to gene expression profiling, primarily because regulation of protein expression (at the translational and post-translational levels) can buffer the magnitude of changes occurring at the gene transcription level, in order to fine tune cellular functions. Herein we describe the concept of proteomic analysis of the signaling state of tumor cells, as well as its application in the study of signaling pathways in plasma cell dyscrasias, such as Waldenstrom's macroglobulinemia (WM) and multiple myeloma (MM). Comparative studies of WM versus MM cells at baseline and in the setting of drug treatment reveals proteomic profiles of the signaling state with significant overlap (that could reflect a putative B-cell lineage-related proteomic signature), but also distinct differences, possibly associated with differential features in the biologic behavior and drug sensitivity of these diseases. These proteomic studies pave the way for a more comprehensive insight into the molecular basis of WM versus other B-cell malignancies.

Electrophoresis, Gel, Two-Dimensional↗

Comparative genomic analysis of equilibrative nucleoside transporters suggests conserved protein structure despite limited sequence identity.

Equilibrative nucleoside transporters (ENTs) are a recently characterized and poorly understood group of membrane proteins that are important in the uptake of endogenous nucleosides required for nucleic acid and nucleoside triphosphate synthesis. Despite their central importance in cellular metabolism and nucleoside analog chemotherapy, no human ENT gene has been described and nothing is known about gene structure and function. To gain insight into the ENT gene family, we used experimental and in silico comparative genomic approaches to identify ENT genes in three evolutionarily diverse organisms with completely (or almost completely) sequenced genomes, Homo sapiens, Caenorhabditis elegans and Drosophila melanogaster. We describe the chromosomal location, the predicted ENT gene structure and putative structural topologies of predicted ENT proteins derived from the open reading frames. Despite variations in genomic layout and limited ortholog protein sequence identity (< or =27.45%), predicted topologies of ENT proteins are strikingly similar, suggesting an evolutionary conservation of a prototypic structure. In addition, a similar distribution of protein domains on exons is apparent in all three taxa. These data demonstrate that comparative sequence analyses should be combined with other approaches (such as genomic and proteomic analyses) to fully understand structure, function and evolution of protein families.

Alternative Splicing↗

Protein complexes and proteome organization from yeast to man.

Protein complexes may well be the most relevant molecular units of cellular function. The activities of protein complexes have to be regulated both in time and space to integrate within the overall cell programs. The cell can be compared to a factory orchestrating individual assembly lines into integrated networks fulfilling particular and superimposed tasks. Recent proteome-wide studies provide insight into the properties of cellular protein complexes, their modular nature, their interaction with other complexes and the resulting preliminary organization chart of the proteome.

Animals↗

A statistical framework to discover true associations from multiprotein complex pull-down proteomics data sets.

Experimental processes to collect and process proteomics data are increasingly complex, and the computational methods to assess the quality and significance of these data remain unsophisticated. These challenges have led to many biological oversights and computational misconceptions. We developed an empirical Bayes model to analyze multiprotein complex (MPC) proteomics data derived from peptide mass spectrometry detections of purified protein complex pull-down experiments. Using our model and two yeast proteomics data sets, we estimated that there should be an average of about 20 true associations per MPC, almost 10 times as high as was previously estimated. For data sets generated to mimic a real proteome, our model achieved on average 80% sensitivity in detecting true associations, as compared with the 3% sensitivity in previous work, while maintaining a comparable false discovery rate of 0.3%. Cross-examination of our results with protein complexes confirmed by various experimental techniques demonstrates that many true associations that cannot be identified by previous approach are identified by our method.

Algorithms↗

Proteome analysis of cultivar-specific interactions between Rhizobium leguminosarum biovar trifolii and subterranean clover cultivar Woogenellup.

Proteome analysis was used to identify proteins that are involved in the early stages of nodulation between the subterranean clover cultivar Woogenellup and the Rhizobium leguminosarum bv. trifolii strains ANU843 and ANU794. Strain ANU843 induces nitrogen-fixing nodules whereas strain ANU794 forms aberrant nodules on the roots of cv. Woogenellup that fail to develop beyond an early stage. Our aim was to identify proteins that might be involved in the early stages of nodulation over a 48 h period and to identify proteins that are differentially displayed during the interactions between the host and the two microbes. Proteome maps from control Woogenellup roots and inoculated roots were generated and compared at 24 and 48 h post inoculation. Over 1500 spots were resolved on all gels. Of the 16 protein spots that were differentally displayed or developmentally regulated, 10 were assigned putative identities. These included an alpha-fucosidase, several ethylene-induced proteins, a Cu/Zn superoxide dismutase, a hypothetical 16.5 kDa protein, tubulin alpha-chain, chaperonin 21 precursor and triosephosphate isomerase. Of the 22 constitutively expressed proteins spots examined, eight spots were assigned putative protein homologies through N-terminal sequencing and included several pathogenesis and stress-related proteins. The result may suggest that ethylene levels are upregulated during the early stages of infection but that this does not result in the induction of common pathogenesis-related proteins. The specific induction of alpha-fucosidase by ANU794 may be important in the nodulation failure phenotype of strain ANU794.

Amino Acid Sequence↗

Comparative analysis of chloroplast genomes: functional annotation, genome-based phylogeny, and deduced evolutionary patterns.

All protein sequences from 19 complete chloroplast genomes (cpDNA) have been studied using a new computational method able to analyze functional correlations among series of protein sequences contained in complete proteomes. First, all open reading frames (ORFs) from the cpDNAs, comprising a total of 2266 protein sequences, were compared against the 3168 proteins from Synechocystis PCC6803 complete genome to find functionally related orthologous proteins. Additionally, all cpDNA genomes were pairwise compared to find orthologous groups not present in cyanobacteria. Annotations in the cluster of othologous proteins database and CyanoBase were used as reference for the functional assignments. Following this protocol, new functional assignments were made for ORFs of unknown function and for ycfs (hypothetical chloroplast frames), which still lack a functional assignment. Using this information, a matrix of functional relationships was derived from profiles of the presence and/or absence of orthologous proteins; the matrix included 1837 proteins in 277 orthologous clusters. A factor analysis study of this matrix, followed by cluster analysis, allowed us to obtain accurate phylogenetic reconstructions and the detection of genes probably involved in speciation as phylogenetic correlates. Finally, by grouping common evolutionary patterns, we show that it is possible to determine functionally linked protein networks. This has allowed us to suggest putative associations for some unknown ORFs.

Bacterial Proteins↗

Comparative integromics on Angiopoietin family members.

Angiopoietin-1 (ANGPT1), Angiopoietin-4 (ANGPT4), VEGF, FGF2, FGF4, HGF, Ephrin, IL8 and CXCL12 (SFD1) are pro-angiogenic factors (angiogenic activators), while Angiopoietin-2 (ANGPT2), Angiostatin, Endostatin, Tumstatin, Canstatin, THBS1, THBS2, TNFSF15 (VEGI) and Vasohibin (VASH1) are anti-angiogenic factors (angiogenic inhibitors). ANGPT1 and ANGPT2 are ligands for TIE family receptor tyrosine kinases, TIE1 and TIE2 (TEK). Angiopoietin family consists of ANGPT1, ANGPT2, ANGPT4, ANGPTL1 (ANGPT3), ANGPTL2, ANGPTL3 (ANGPT5), ANGPTL4, ANGPTL5, ANGPTL6 and ANGPTL7. TCF/LEF binding sites within the promoter region of human Angiopoietin family members were searched for by using bioinformatics and human intelligence (Humint). Because four TCF/LEF-binding sites were identified within the human ANGPTL7 promoter, comparative genomics analyses on ANGPTL7 orthologs were further performed. ANGPTL7 gene at human chromosome 1p36.22 was located within intron 28 of FRAP1 gene encoding mTOR protein. Chimpanzee ANGPTL7 gene, consisting of five exons, was located within NW_101546.1 genome sequence. Chimpanzee ANGPTL7 showed 99.4% and 86.1% total-amino-acid identity with human ANGPTL7 and mouse Angptl7, respectively. Human ANGPTL7 mRNA was expressed in neural tissues, keratoconus cornea, trabecular meshwork, melanotic melanoma and uterus endometrial cancer, while mouse Angptl7 mRNA was expressed in four-cell embryo, synovial fibroblasts, thymus, uterus and testis. Four TCF/LEF-binding sites within human ANGPTL7 promoter were conserved in chimpanzee ANGPTL7 promoter; however, only an unrelated TCF/LEF-binding site occurred in mouse and rat Angptl7 promoters. Human ANGPTL7, characterized as potent target gene of WNT/ beta-catenin signaling pathway, is a pharmacogenomics target in the fields of oncology and regenerative medicine.

Angiopoietins↗

[Effects of the Radix Ranuncoli Ternati extracts on Mycobacterium tuberculosis proteome profiling revealed by 2D electrophoresis].

Radix Ranuncoli Ternati is clinically effective traditional Chinese medicine for multidrug resistant tuberculosis. Its active components and mechanism of action remain unsolved. Two dimensional gel electrophoresis (2-DE) was employed to address this problem. Globlal proteome of Mycobacterium tuberculosis untreated and treated with Radix Ranuncoli Ternati were compared, and 22 protein spots were found to be expressed differentially. 3 protein spots which remarkably decreased in Mycobacterium tuberculosis treated with Radix Ranuncoli Ternati were subjected to matrix assisted laser desorption ionization time of flight mass spectrometry (MALDI-TOF-MS) analysis. The data obtained from peptide mass finger printing were used for database search. The 3 protein spots in gel were identified as cysA2 (thiosulfate sulfurtransferase), tsf (elongation factor EF-Ts) and hspX (heat shock protein X). These data provide insights into the changed global protein patterns of Mycobacterium tuberculosis treated with Radix Ranuncoli Ternati and may prove useful for further study in the mechanism in how Radix Ranuncoli Ternati influence the life of Mycobacterium tuberculosis. The differentially expressed proteins may be potential novel antituberculosis drug targets.

Antigens, Bacterial↗